9 дней назад
Data Scientist Senior
Мэтч & Сопровод
Для мэтча с этой вакансией нужен Plus
Описание вакансии
Текст:
TL;DR
Data Scientist Senior (Machine Learning/AI): Designing and deploying machine learning models for forecasting, recommendations, pricing, and churn across data products with an accent on statistical analysis, scalable workflows, and production reliability. Focus on building reproducible ML systems, monitoring model performance, and translating complex insights for technical and business stakeholders.
Location: Remote within Latin America
Company
is a remote startup building data products and machine learning systems for demand planning, forecasting, e-commerce, retail, visual recognition, and recommendation use cases.
What you will do
- Design and implement machine learning models for forecasting, recommendation systems, pricing, and churn.
- Perform exploratory data analysis to identify trends, anomalies, and relationships.
- Define business problems, success metrics, and data requirements with stakeholders.
- Build scalable ML workflows, deploy models to production, and monitor performance.
- Collaborate with product, engineering, and business teams to integrate models and communicate insights.
- Mentor junior team members and contribute to standards for testing, reproducibility, and documentation.
Requirements
- Expert Python skills for data analysis and machine learning modeling.
- Strong knowledge of machine learning and statistical techniques, including supervised and unsupervised learning, time series analysis, and A/B testing.
- Experience deploying and maintaining production ML models and writing clean, reproducible code.
- Solid SQL knowledge and experience with structured and unstructured data from relational databases or data lakes.
- Clear communication of technical concepts to technical and non-technical stakeholders.
- Experience with cross-functional teams, Git, and agile development practices.
Nice to have
- Experience with recommendation systems, dynamic pricing, or customer segmentation.
- Experience with AWS, GCP, Azure, and related data or ML services.
- Knowledge of Docker, Airflow or Prefect, MLflow, observability tools, and CI/CD for ML systems.
- Knowledge of Poetry or uv.
Culture & Benefits
- Remote-first work culture with a Latin America remote setup.
- In-company English lessons.
- Wellhub or sports club stipend.
- Fully covered AWS, dbt, Google Cloud, Azure, and Databricks certifications.
- Birthday day off, an additional Mutt Week vacation week, food credits, childcare reimbursement, and referral bonuses.
- Annual team trip.
Будьте осторожны: если работодатель просит войти в их систему, используя iCloud/Google, прислать код/пароль, запустить код/ПО, не делайте этого - это мошенники. Обязательно жмите "Пожаловаться" или пишите в поддержку. Подробнее в гайде →
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